Overview
Brought to you by YData
Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 100 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 11.1 KiB |
| Average record size in memory | 113.3 B |
Variable types
| Text | 13 |
|---|---|
| Categorical | 1 |
Country has unique values | Unique |
Reproduction
| Analysis started | 2025-01-27 10:12:22.876340 |
|---|---|
| Analysis finished | 2025-01-27 10:12:24.432712 |
| Duration | 1.56 second |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
Country
Text
Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 928.0 B |
Length
| Max length | 20 |
|---|---|
| Median length | 14 |
| Mean length | 7.81 |
| Min length | 4 |
Unique
| Unique | 100 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | United States |
|---|---|
| 2nd row | China |
| 3rd row | Germany |
| 4th row | Japan |
| 5th row | India |
| Value | Count | Frequency (%) |
| united | 3 | 2.6% |
| republic | 2 | 1.7% |
| south | 2 | 1.7% |
| spain | 1 | 0.9% |
| japan | 1 | 0.9% |
| india | 1 | 0.9% |
| kingdom | 1 | 0.9% |
| france | 1 | 0.9% |
| italy | 1 | 0.9% |
| canada | 1 | 0.9% |
| Other values (102) | 102 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 124 | |
| i | 65 | 8.3% |
| n | 62 | 7.9% |
| e | 52 | 6.7% |
| r | 47 | 6.0% |
| o | 38 | 4.9% |
| t | 31 | 4.0% |
| u | 30 | 3.8% |
| l | 29 | 3.7% |
| d | 21 | 2.7% |
| Other values (40) | 282 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 781 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 124 | |
| i | 65 | 8.3% |
| n | 62 | 7.9% |
| e | 52 | 6.7% |
| r | 47 | 6.0% |
| o | 38 | 4.9% |
| t | 31 | 4.0% |
| u | 30 | 3.8% |
| l | 29 | 3.7% |
| d | 21 | 2.7% |
| Other values (40) | 282 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 781 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 124 | |
| i | 65 | 8.3% |
| n | 62 | 7.9% |
| e | 52 | 6.7% |
| r | 47 | 6.0% |
| o | 38 | 4.9% |
| t | 31 | 4.0% |
| u | 30 | 3.8% |
| l | 29 | 3.7% |
| d | 21 | 2.7% |
| Other values (40) | 282 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 781 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 124 | |
| i | 65 | 8.3% |
| n | 62 | 7.9% |
| e | 52 | 6.7% |
| r | 47 | 6.0% |
| o | 38 | 4.9% |
| t | 31 | 4.0% |
| u | 30 | 3.8% |
| l | 29 | 3.7% |
| d | 21 | 2.7% |
| Other values (40) | 282 |
App Name
Text
| Distinct | 87 |
|---|---|
| Distinct (%) | 87.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 928.0 B |
Length
| Max length | 19 |
|---|---|
| Median length | 14 |
| Mean length | 7.97 |
| Min length | 3 |
Unique
| Unique | 77 ? |
|---|---|
| Unique (%) | 77.0% |
Sample
| 1st row | Apple Pay |
|---|---|
| 2nd row | Alipay |
| 3rd row | PayPal |
| 4th row | PayPay |
| 5th row | PhonePe |
| Value | Count | Frequency (%) |
| pay | 11 | 7.8% |
| money | 10 | 7.1% |
| mobile | 4 | 2.8% |
| apple | 3 | 2.1% |
| mobilepay | 3 | 2.1% |
| orange | 3 | 2.1% |
| cash | 3 | 2.1% |
| paypal | 2 | 1.4% |
| line | 2 | 1.4% |
| tigo | 2 | 1.4% |
| Other values (92) | 98 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 99 | 12.4% |
| e | 57 | 7.2% |
| y | 50 | 6.3% |
| i | 44 | 5.5% |
| P | 43 | 5.4% |
| 41 | 5.1% | |
| o | 41 | 5.1% |
| n | 41 | 5.1% |
| M | 34 | 4.3% |
| l | 30 | 3.8% |
| Other values (45) | 317 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 797 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 99 | 12.4% |
| e | 57 | 7.2% |
| y | 50 | 6.3% |
| i | 44 | 5.5% |
| P | 43 | 5.4% |
| 41 | 5.1% | |
| o | 41 | 5.1% |
| n | 41 | 5.1% |
| M | 34 | 4.3% |
| l | 30 | 3.8% |
| Other values (45) | 317 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 797 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 99 | 12.4% |
| e | 57 | 7.2% |
| y | 50 | 6.3% |
| i | 44 | 5.5% |
| P | 43 | 5.4% |
| 41 | 5.1% | |
| o | 41 | 5.1% |
| n | 41 | 5.1% |
| M | 34 | 4.3% |
| l | 30 | 3.8% |
| Other values (45) | 317 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 797 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 99 | 12.4% |
| e | 57 | 7.2% |
| y | 50 | 6.3% |
| i | 44 | 5.5% |
| P | 43 | 5.4% |
| 41 | 5.1% | |
| o | 41 | 5.1% |
| n | 41 | 5.1% |
| M | 34 | 4.3% |
| l | 30 | 3.8% |
| Other values (45) | 317 |
Market Share
Categorical
| Distinct | 25 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 928.0 B |
| 15% | |
|---|---|
| 20% | |
| 10% | |
| 25% | |
| 30% | |
| Other values (20) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 15 ? |
|---|---|
| Unique (%) | 15.0% |
Sample
| 1st row | 43% |
|---|---|
| 2nd row | 55% |
| 3rd row | 32% |
| 4th row | 31% |
| 5th row | 47% |
Common Values
| Value | Count | Frequency (%) |
| 15% | 21 | |
| 20% | 17 | |
| 10% | 11 | |
| 25% | 11 | |
| 30% | 10 | |
| 35% | 4 | 4.0% |
| 40% | 4 | 4.0% |
| 22% | 3 | 3.0% |
| 50% | 2 | 2.0% |
| 43% | 2 | 2.0% |
| Other values (15) | 15 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 15 | 21 | |
| 20 | 17 | |
| 10 | 11 | |
| 25 | 11 | |
| 30 | 10 | |
| 35 | 4 | 4.0% |
| 40 | 4 | 4.0% |
| 22 | 3 | 3.0% |
| 43 | 2 | 2.0% |
| 50 | 2 | 2.0% |
| Other values (15) | 15 |
Most occurring characters
| Value | Count | Frequency (%) |
| % | 100 | |
| 0 | 45 | |
| 5 | 42 | |
| 2 | 40 | 13.3% |
| 1 | 34 | 11.3% |
| 3 | 21 | 7.0% |
| 4 | 13 | 4.3% |
| 7 | 2 | 0.7% |
| 9 | 1 | 0.3% |
| 6 | 1 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 300 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| % | 100 | |
| 0 | 45 | |
| 5 | 42 | |
| 2 | 40 | 13.3% |
| 1 | 34 | 11.3% |
| 3 | 21 | 7.0% |
| 4 | 13 | 4.3% |
| 7 | 2 | 0.7% |
| 9 | 1 | 0.3% |
| 6 | 1 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 300 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| % | 100 | |
| 0 | 45 | |
| 5 | 42 | |
| 2 | 40 | 13.3% |
| 1 | 34 | 11.3% |
| 3 | 21 | 7.0% |
| 4 | 13 | 4.3% |
| 7 | 2 | 0.7% |
| 9 | 1 | 0.3% |
| 6 | 1 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 300 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| % | 100 | |
| 0 | 45 | |
| 5 | 42 | |
| 2 | 40 | 13.3% |
| 1 | 34 | 11.3% |
| 3 | 21 | 7.0% |
| 4 | 13 | 4.3% |
| 7 | 2 | 0.7% |
| 9 | 1 | 0.3% |
| 6 | 1 | 0.3% |
App Website Link
Text
| Distinct | 86 |
|---|---|
| Distinct (%) | 86.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 928.0 B |
Length
| Max length | 68 |
|---|---|
| Median length | 32 |
| Mean length | 12.63 |
| Min length | 6 |
Unique
| Unique | 77 ? |
|---|---|
| Unique (%) | 77.0% |
Sample
| 1st row | apple.com/apple-pay |
|---|---|
| 2nd row | alipay.com |
| 3rd row | paypal.com |
| 4th row | paypay.ne.jp |
| 5th row | phonepe.com |
| Value | Count | Frequency (%) |
| mobilepay.dk | 4 | 4.0% |
| orange.com | 3 | 3.0% |
| mpesa.com | 3 | 3.0% |
| apple.com/apple-pay | 3 | 3.0% |
| momo.mtn.com | 2 | 2.0% |
| paypal.com | 2 | 2.0% |
| alipay.com | 2 | 2.0% |
| gcash.com | 2 | 2.0% |
| zaincash.iq | 2 | 2.0% |
| yoomoney.ru | 1 | 1.0% |
| Other values (77) | 77 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 133 | 10.5% |
| a | 124 | 9.8% |
| . | 119 | 9.4% |
| m | 103 | 8.2% |
| c | 94 | 7.4% |
| p | 76 | 6.0% |
| e | 72 | 5.7% |
| i | 52 | 4.1% |
| n | 52 | 4.1% |
| s | 48 | 3.8% |
| Other values (25) | 390 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1263 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 133 | 10.5% |
| a | 124 | 9.8% |
| . | 119 | 9.4% |
| m | 103 | 8.2% |
| c | 94 | 7.4% |
| p | 76 | 6.0% |
| e | 72 | 5.7% |
| i | 52 | 4.1% |
| n | 52 | 4.1% |
| s | 48 | 3.8% |
| Other values (25) | 390 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1263 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 133 | 10.5% |
| a | 124 | 9.8% |
| . | 119 | 9.4% |
| m | 103 | 8.2% |
| c | 94 | 7.4% |
| p | 76 | 6.0% |
| e | 72 | 5.7% |
| i | 52 | 4.1% |
| n | 52 | 4.1% |
| s | 48 | 3.8% |
| Other values (25) | 390 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1263 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 133 | 10.5% |
| a | 124 | 9.8% |
| . | 119 | 9.4% |
| m | 103 | 8.2% |
| c | 94 | 7.4% |
| p | 76 | 6.0% |
| e | 72 | 5.7% |
| i | 52 | 4.1% |
| n | 52 | 4.1% |
| s | 48 | 3.8% |
| Other values (25) | 390 |
App Review Link
Text
| Distinct | 85 |
|---|---|
| Distinct (%) | 85.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 928.0 B |
Length
| Max length | 134 |
|---|---|
| Median length | 90 |
| Mean length | 55.83 |
| Min length | 35 |
Unique
| Unique | 74 ? |
|---|---|
| Unique (%) | 74.0% |
Sample
| 1st row | https://www.pcmag.com/reviews/apple-pay |
|---|---|
| 2nd row | https://www.rapyd.net/blog/what-is-alipay/ |
| 3rd row | https://www.cnet.com/reviews/paypal-review/ |
| 4th row | https://www.g2.com/products/paypay/reviews |
| 5th row | https://www.trustpilot.com/review/phonepe.com |
| Value | Count | Frequency (%) |
| https://www.pcmag.com/reviews/apple-pay | 3 | 2.8% |
| https://tech-ish.com/2021/02/01/new-m-pesa-app-really-good | 3 | 2.8% |
| https://ca.trustpilot.com/review/mobilepay.dk | 3 | 2.8% |
| https://africanreview.com/finance/banking-a-finance/orange-money-fintech-is-proving-a-game-changer-in-africa | 3 | 2.8% |
| https://www.rapyd.net/blog/what-is-alipay | 2 | 1.9% |
| https://www.appbrain.com/app/zaincash-%d8%b2%d9%8a%d9%86-%d9%83%d8%a7%d8%b4/mobi.foo.zaincash | 2 | 1.9% |
| https://ca.trustpilot.com/review/www.gcash.com | 2 | 1.9% |
| https://www.cnet.com/reviews/paypal-review | 2 | 1.9% |
| https://tigo-money-bolivia.en.softonic.com/android | 2 | 1.9% |
| https://www.g2.com/products/paypay/reviews | 2 | 1.9% |
| Other values (81) | 83 |
Most occurring characters
| Value | Count | Frequency (%) |
| / | 455 | 8.1% |
| t | 453 | 8.1% |
| o | 340 | 6.1% |
| e | 337 | 6.0% |
| p | 335 | 6.0% |
| a | 328 | 5.9% |
| i | 278 | 5.0% |
| s | 274 | 4.9% |
| . | 257 | 4.6% |
| c | 245 | 4.4% |
| Other values (54) | 2281 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5583 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| / | 455 | 8.1% |
| t | 453 | 8.1% |
| o | 340 | 6.1% |
| e | 337 | 6.0% |
| p | 335 | 6.0% |
| a | 328 | 5.9% |
| i | 278 | 5.0% |
| s | 274 | 4.9% |
| . | 257 | 4.6% |
| c | 245 | 4.4% |
| Other values (54) | 2281 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5583 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| / | 455 | 8.1% |
| t | 453 | 8.1% |
| o | 340 | 6.1% |
| e | 337 | 6.0% |
| p | 335 | 6.0% |
| a | 328 | 5.9% |
| i | 278 | 5.0% |
| s | 274 | 4.9% |
| . | 257 | 4.6% |
| c | 245 | 4.4% |
| Other values (54) | 2281 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5583 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| / | 455 | 8.1% |
| t | 453 | 8.1% |
| o | 340 | 6.1% |
| e | 337 | 6.0% |
| p | 335 | 6.0% |
| a | 328 | 5.9% |
| i | 278 | 5.0% |
| s | 274 | 4.9% |
| . | 257 | 4.6% |
| c | 245 | 4.4% |
| Other values (54) | 2281 |
| Distinct | 87 |
|---|---|
| Distinct (%) | 87.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 928.0 B |
Length
| Max length | 22 |
|---|---|
| Median length | 22 |
| Mean length | 22 |
| Min length | 22 |
Unique
| Unique | 79 ? |
|---|---|
| Unique (%) | 79.0% |
Sample
| 1st row | https://ibb.co/gTyz7dQ |
|---|---|
| 2nd row | https://ibb.co/ysHqJN4 |
| 3rd row | https://ibb.co/JxbrsQ1 |
| 4th row | https://ibb.co/v1Xgpvs |
| 5th row | https://ibb.co/YfdMZjP |
| Value | Count | Frequency (%) |
| https://ibb.co/hc51xx8 | 4 | 3.8% |
| https://ibb.co/85zhxb9 | 3 | 2.9% |
| https://ibb.co/0mptpcg | 3 | 2.9% |
| https://ibb.co/gtyz7dq | 3 | 2.9% |
| accessable | 2 | 1.9% |
| https://ibb.co/jxbrsq1 | 2 | 1.9% |
| https://ibb.co/yshqjn4 | 2 | 1.9% |
| not | 2 | 1.9% |
| website | 2 | 1.9% |
| https://ibb.co/xc141gy | 2 | 1.9% |
| Other values (79) | 79 |
Most occurring characters
| Value | Count | Frequency (%) |
| / | 294 | |
| t | 212 | 9.6% |
| b | 206 | 9.4% |
| c | 117 | 5.3% |
| s | 117 | 5.3% |
| h | 111 | 5.0% |
| p | 111 | 5.0% |
| i | 100 | 4.5% |
| o | 100 | 4.5% |
| . | 98 | 4.5% |
| Other values (51) | 734 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2200 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| / | 294 | |
| t | 212 | 9.6% |
| b | 206 | 9.4% |
| c | 117 | 5.3% |
| s | 117 | 5.3% |
| h | 111 | 5.0% |
| p | 111 | 5.0% |
| i | 100 | 4.5% |
| o | 100 | 4.5% |
| . | 98 | 4.5% |
| Other values (51) | 734 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2200 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| / | 294 | |
| t | 212 | 9.6% |
| b | 206 | 9.4% |
| c | 117 | 5.3% |
| s | 117 | 5.3% |
| h | 111 | 5.0% |
| p | 111 | 5.0% |
| i | 100 | 4.5% |
| o | 100 | 4.5% |
| . | 98 | 4.5% |
| Other values (51) | 734 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2200 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| / | 294 | |
| t | 212 | 9.6% |
| b | 206 | 9.4% |
| c | 117 | 5.3% |
| s | 117 | 5.3% |
| h | 111 | 5.0% |
| p | 111 | 5.0% |
| i | 100 | 4.5% |
| o | 100 | 4.5% |
| . | 98 | 4.5% |
| Other values (51) | 734 |
Alternate1 Name
Text
| Distinct | 68 |
|---|---|
| Distinct (%) | 68.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 928.0 B |
Length
| Max length | 18 |
|---|---|
| Median length | 15 |
| Mean length | 8.03 |
| Min length | 3 |
Unique
| Unique | 59 ? |
|---|---|
| Unique (%) | 59.0% |
Sample
| 1st row | Google Pay |
|---|---|
| 2nd row | WeChat Pay |
| 3rd row | Klarna |
| 4th row | LINE Pay |
| 5th row | Google Pay |
| Value | Count | Frequency (%) |
| paypal | 24 | 17.5% |
| pay | 13 | 9.5% |
| apple | 4 | 2.9% |
| mobile | 4 | 2.9% |
| money | 3 | 2.2% |
| samsung | 2 | 1.5% |
| klarna | 2 | 1.5% |
| 2 | 1.5% | |
| 2 | 1.5% | |
| banca | 2 | 1.5% |
| Other values (75) | 79 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 134 | |
| P | 79 | 9.8% |
| y | 63 | 7.8% |
| l | 59 | 7.3% |
| e | 50 | 6.2% |
| 37 | 4.6% | |
| o | 37 | 4.6% |
| n | 30 | 3.7% |
| i | 27 | 3.4% |
| r | 20 | 2.5% |
| Other values (46) | 267 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 803 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 134 | |
| P | 79 | 9.8% |
| y | 63 | 7.8% |
| l | 59 | 7.3% |
| e | 50 | 6.2% |
| 37 | 4.6% | |
| o | 37 | 4.6% |
| n | 30 | 3.7% |
| i | 27 | 3.4% |
| r | 20 | 2.5% |
| Other values (46) | 267 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 803 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 134 | |
| P | 79 | 9.8% |
| y | 63 | 7.8% |
| l | 59 | 7.3% |
| e | 50 | 6.2% |
| 37 | 4.6% | |
| o | 37 | 4.6% |
| n | 30 | 3.7% |
| i | 27 | 3.4% |
| r | 20 | 2.5% |
| Other values (46) | 267 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 803 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 134 | |
| P | 79 | 9.8% |
| y | 63 | 7.8% |
| l | 59 | 7.3% |
| e | 50 | 6.2% |
| 37 | 4.6% | |
| o | 37 | 4.6% |
| n | 30 | 3.7% |
| i | 27 | 3.4% |
| r | 20 | 2.5% |
| Other values (46) | 267 |
| Distinct | 67 |
|---|---|
| Distinct (%) | 67.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 928.0 B |
Length
| Max length | 35 |
|---|---|
| Median length | 26 |
| Mean length | 12.23 |
| Min length | 6 |
Unique
| Unique | 58 ? |
|---|---|
| Unique (%) | 58.0% |
Sample
| 1st row | pay.google.com |
|---|---|
| 2nd row | weixin.qq.com |
| 3rd row | klarna.com |
| 4th row | pay.line.me |
| 5th row | pay.google.com |
| Value | Count | Frequency (%) |
| paypal.com | 24 | |
| apple.com/apple-pay | 4 | 4.0% |
| mercadopago.com | 2 | 2.0% |
| revolut.com | 2 | 2.0% |
| samsung.com/samsung-pay | 2 | 2.0% |
| pay.google.com | 2 | 2.0% |
| weixin.qq.com | 2 | 2.0% |
| klarna.com | 2 | 2.0% |
| momo.mtn.com | 2 | 2.0% |
| gopay.co.id | 1 | 1.0% |
| Other values (57) | 57 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 155 | |
| o | 125 | |
| . | 120 | |
| p | 110 | 9.0% |
| c | 106 | 8.7% |
| m | 105 | 8.6% |
| l | 61 | 5.0% |
| y | 56 | 4.6% |
| e | 54 | 4.4% |
| n | 48 | 3.9% |
| Other values (19) | 283 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1223 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 155 | |
| o | 125 | |
| . | 120 | |
| p | 110 | 9.0% |
| c | 106 | 8.7% |
| m | 105 | 8.6% |
| l | 61 | 5.0% |
| y | 56 | 4.6% |
| e | 54 | 4.4% |
| n | 48 | 3.9% |
| Other values (19) | 283 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1223 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 155 | |
| o | 125 | |
| . | 120 | |
| p | 110 | 9.0% |
| c | 106 | 8.7% |
| m | 105 | 8.6% |
| l | 61 | 5.0% |
| y | 56 | 4.6% |
| e | 54 | 4.4% |
| n | 48 | 3.9% |
| Other values (19) | 283 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1223 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 155 | |
| o | 125 | |
| . | 120 | |
| p | 110 | 9.0% |
| c | 106 | 8.7% |
| m | 105 | 8.6% |
| l | 61 | 5.0% |
| y | 56 | 4.6% |
| e | 54 | 4.4% |
| n | 48 | 3.9% |
| Other values (19) | 283 |
| Distinct | 67 |
|---|---|
| Distinct (%) | 67.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 928.0 B |
Length
| Max length | 131 |
|---|---|
| Median length | 92 |
| Mean length | 52.42 |
| Min length | 33 |
Unique
| Unique | 58 ? |
|---|---|
| Unique (%) | 58.0% |
Sample
| 1st row | https://www.pcmag.com/reviews/google-pay |
|---|---|
| 2nd row | https://www.weareplanet.com/blog/wechat-pay |
| 3rd row | https://www.trustpilot.com/review/klarna.com |
| 4th row | https://www.trustpilot.com/review/linepay.fun |
| 5th row | https://www.pcmag.com/reviews/google-pay |
| Value | Count | Frequency (%) |
| https://www.cnet.com/reviews/paypal-review | 24 | 22.2% |
| https://www.pcmag.com/reviews/apple-pay | 4 | 3.7% |
| https://www.capterra.com/p/250909/mercado-pago/reviews | 2 | 1.9% |
| https://pctechmag.com/2020/05/mtn-momo-app-review | 2 | 1.9% |
| https://www.trustpilot.com/review/www.revolut.com | 2 | 1.9% |
| https://www.capterra.in/reviews/213917/samsung-pay#:~:text=the%20interface%20is%20good%2c%20simple,a%20great%20option%20to%20value | 2 | 1.9% |
| https://www.pcmag.com/reviews/google-pay | 2 | 1.9% |
| https://www.weareplanet.com/blog/wechat-pay | 2 | 1.9% |
| https://www.trustpilot.com/review/klarna.com | 2 | 1.9% |
| https://www.trustpilot.com/review/www.nexi.it | 1 | 0.9% |
| Other values (65) | 65 |
Most occurring characters
| Value | Count | Frequency (%) |
| / | 468 | 8.9% |
| p | 381 | 7.3% |
| t | 378 | 7.2% |
| e | 371 | 7.1% |
| a | 294 | 5.6% |
| w | 292 | 5.6% |
| o | 266 | 5.1% |
| s | 257 | 4.9% |
| . | 238 | 4.5% |
| i | 234 | 4.5% |
| Other values (56) | 2063 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5242 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| / | 468 | 8.9% |
| p | 381 | 7.3% |
| t | 378 | 7.2% |
| e | 371 | 7.1% |
| a | 294 | 5.6% |
| w | 292 | 5.6% |
| o | 266 | 5.1% |
| s | 257 | 4.9% |
| . | 238 | 4.5% |
| i | 234 | 4.5% |
| Other values (56) | 2063 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5242 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| / | 468 | 8.9% |
| p | 381 | 7.3% |
| t | 378 | 7.2% |
| e | 371 | 7.1% |
| a | 294 | 5.6% |
| w | 292 | 5.6% |
| o | 266 | 5.1% |
| s | 257 | 4.9% |
| . | 238 | 4.5% |
| i | 234 | 4.5% |
| Other values (56) | 2063 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5242 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| / | 468 | 8.9% |
| p | 381 | 7.3% |
| t | 378 | 7.2% |
| e | 371 | 7.1% |
| a | 294 | 5.6% |
| w | 292 | 5.6% |
| o | 266 | 5.1% |
| s | 257 | 4.9% |
| . | 238 | 4.5% |
| i | 234 | 4.5% |
| Other values (56) | 2063 |
| Distinct | 68 |
|---|---|
| Distinct (%) | 68.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 928.0 B |
Length
| Max length | 22 |
|---|---|
| Median length | 22 |
| Mean length | 22 |
| Min length | 22 |
Unique
| Unique | 60 ? |
|---|---|
| Unique (%) | 60.0% |
Sample
| 1st row | https://ibb.co/bK79xby |
|---|---|
| 2nd row | https://ibb.co/Qk6Z7mw |
| 3rd row | https://ibb.co/0F1XnJ8 |
| 4th row | https://ibb.co/hW2py4P |
| 5th row | https://ibb.co/bK79xby |
| Value | Count | Frequency (%) |
| https://ibb.co/jxbrsq1 | 24 | |
| https://ibb.co/gtyz7dq | 4 | 4.0% |
| https://ibb.co/bk79xby | 2 | 2.0% |
| https://ibb.co/0f1xnj8 | 2 | 2.0% |
| https://ibb.co/qk6z7mw | 2 | 2.0% |
| https://ibb.co/ngttbxg | 2 | 2.0% |
| https://ibb.co/bw78mjm | 2 | 2.0% |
| https://ibb.co/k0mhqlk | 2 | 2.0% |
| https://ibb.co/nm42mtb | 1 | 1.0% |
| https://ibb.co/hfnhcw3 | 1 | 1.0% |
| Other values (58) | 58 |
Most occurring characters
| Value | Count | Frequency (%) |
| / | 300 | |
| b | 241 | 11.0% |
| t | 215 | 9.8% |
| s | 134 | 6.1% |
| h | 111 | 5.0% |
| p | 105 | 4.8% |
| c | 104 | 4.7% |
| : | 100 | 4.5% |
| i | 100 | 4.5% |
| . | 100 | 4.5% |
| Other values (46) | 690 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2200 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| / | 300 | |
| b | 241 | 11.0% |
| t | 215 | 9.8% |
| s | 134 | 6.1% |
| h | 111 | 5.0% |
| p | 105 | 4.8% |
| c | 104 | 4.7% |
| : | 100 | 4.5% |
| i | 100 | 4.5% |
| . | 100 | 4.5% |
| Other values (46) | 690 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2200 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| / | 300 | |
| b | 241 | 11.0% |
| t | 215 | 9.8% |
| s | 134 | 6.1% |
| h | 111 | 5.0% |
| p | 105 | 4.8% |
| c | 104 | 4.7% |
| : | 100 | 4.5% |
| i | 100 | 4.5% |
| . | 100 | 4.5% |
| Other values (46) | 690 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2200 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| / | 300 | |
| b | 241 | 11.0% |
| t | 215 | 9.8% |
| s | 134 | 6.1% |
| h | 111 | 5.0% |
| p | 105 | 4.8% |
| c | 104 | 4.7% |
| : | 100 | 4.5% |
| i | 100 | 4.5% |
| . | 100 | 4.5% |
| Other values (46) | 690 |
Alternate2 Name
Text
| Distinct | 67 |
|---|---|
| Distinct (%) | 67.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 928.0 B |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 7.13 |
| Min length | 3 |
Unique
| Unique | 61 ? |
|---|---|
| Unique (%) | 61.0% |
Sample
| 1st row | PayPal |
|---|---|
| 2nd row | UnionPay |
| 3rd row | Sofort |
| 4th row | Rakuten Pay |
| 5th row | Paytm |
| Value | Count | Frequency (%) |
| paypal | 21 | 16.5% |
| pay | 17 | 13.4% |
| apple | 7 | 5.5% |
| 5 | 3.9% | |
| revolut | 4 | 3.1% |
| wallet | 2 | 1.6% |
| twint | 2 | 1.6% |
| bank | 2 | 1.6% |
| naver | 1 | 0.8% |
| n26 | 1 | 0.8% |
| Other values (65) | 65 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 105 | |
| P | 74 | 10.4% |
| y | 54 | 7.6% |
| l | 53 | 7.4% |
| e | 45 | 6.3% |
| o | 42 | 5.9% |
| 28 | 3.9% | |
| n | 25 | 3.5% |
| t | 25 | 3.5% |
| i | 24 | 3.4% |
| Other values (43) | 238 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 713 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 105 | |
| P | 74 | 10.4% |
| y | 54 | 7.6% |
| l | 53 | 7.4% |
| e | 45 | 6.3% |
| o | 42 | 5.9% |
| 28 | 3.9% | |
| n | 25 | 3.5% |
| t | 25 | 3.5% |
| i | 24 | 3.4% |
| Other values (43) | 238 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 713 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 105 | |
| P | 74 | 10.4% |
| y | 54 | 7.6% |
| l | 53 | 7.4% |
| e | 45 | 6.3% |
| o | 42 | 5.9% |
| 28 | 3.9% | |
| n | 25 | 3.5% |
| t | 25 | 3.5% |
| i | 24 | 3.4% |
| Other values (43) | 238 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 713 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 105 | |
| P | 74 | 10.4% |
| y | 54 | 7.6% |
| l | 53 | 7.4% |
| e | 45 | 6.3% |
| o | 42 | 5.9% |
| 28 | 3.9% | |
| n | 25 | 3.5% |
| t | 25 | 3.5% |
| i | 24 | 3.4% |
| Other values (43) | 238 |
| Distinct | 66 |
|---|---|
| Distinct (%) | 66.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 928.0 B |
Length
| Max length | 40 |
|---|---|
| Median length | 18 |
| Mean length | 12.05 |
| Min length | 6 |
Unique
| Unique | 60 ? |
|---|---|
| Unique (%) | 60.0% |
Sample
| 1st row | paypal.com |
|---|---|
| 2nd row | unionpayintl.com |
| 3rd row | sofort.com |
| 4th row | rakuten.com |
| 5th row | paytm.com |
| Value | Count | Frequency (%) |
| paypal.com | 21 | 21.0% |
| apple.com/apple-pay | 7 | 7.0% |
| revolut.com | 4 | 4.0% |
| pay.google.com | 4 | 4.0% |
| wallet.google/intl | 2 | 2.0% |
| twint.ch | 2 | 2.0% |
| ininal.com | 1 | 1.0% |
| noon.com | 1 | 1.0% |
| n26.com | 1 | 1.0% |
| uala.com | 1 | 1.0% |
| Other values (56) | 56 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 138 | |
| o | 126 | |
| . | 119 | 9.9% |
| p | 106 | 8.8% |
| c | 97 | 8.0% |
| m | 95 | 7.9% |
| l | 65 | 5.4% |
| e | 60 | 5.0% |
| y | 54 | 4.5% |
| n | 42 | 3.5% |
| Other values (20) | 303 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1205 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 138 | |
| o | 126 | |
| . | 119 | 9.9% |
| p | 106 | 8.8% |
| c | 97 | 8.0% |
| m | 95 | 7.9% |
| l | 65 | 5.4% |
| e | 60 | 5.0% |
| y | 54 | 4.5% |
| n | 42 | 3.5% |
| Other values (20) | 303 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1205 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 138 | |
| o | 126 | |
| . | 119 | 9.9% |
| p | 106 | 8.8% |
| c | 97 | 8.0% |
| m | 95 | 7.9% |
| l | 65 | 5.4% |
| e | 60 | 5.0% |
| y | 54 | 4.5% |
| n | 42 | 3.5% |
| Other values (20) | 303 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1205 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 138 | |
| o | 126 | |
| . | 119 | 9.9% |
| p | 106 | 8.8% |
| c | 97 | 8.0% |
| m | 95 | 7.9% |
| l | 65 | 5.4% |
| e | 60 | 5.0% |
| y | 54 | 4.5% |
| n | 42 | 3.5% |
| Other values (20) | 303 |
| Distinct | 66 |
|---|---|
| Distinct (%) | 66.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 928.0 B |
Length
| Max length | 128 |
|---|---|
| Median length | 93 |
| Mean length | 53.21 |
| Min length | 31 |
Unique
| Unique | 60 ? |
|---|---|
| Unique (%) | 60.0% |
Sample
| 1st row | https://www.cnet.com/reviews/paypal-review/ |
|---|---|
| 2nd row | https://www.trustpilot.com/review/unionpayintl.com |
| 3rd row | https://www.trustpilot.com/review/sofort.com |
| 4th row | https://www.trustpilot.com/review/www.rakuten.com |
| 5th row | https://www.trustradius.com/products/paytm/reviews |
| Value | Count | Frequency (%) |
| https://www.cnet.com/reviews/paypal-review | 21 | 21.0% |
| https://www.pcmag.com/reviews/apple-pay | 7 | 7.0% |
| https://www.trustpilot.com/review/www.revolut.com | 4 | 4.0% |
| https://www.pcmag.com/reviews/google-pay | 4 | 4.0% |
| https://play.google.com/store/apps/details?id=com.google.android.apps.walletnfcrel&hl=en_in | 2 | 2.0% |
| https://www.trustpilot.com/review/www.twint.ch | 2 | 2.0% |
| https://www.trustpilot.com/review/www.ininal.com | 1 | 1.0% |
| https://au.trustpilot.com/review/noon.com?page=73 | 1 | 1.0% |
| https://www.trustpilot.com/review/n26.com | 1 | 1.0% |
| https://www.trustpilot.com/review/uala.com.ar | 1 | 1.0% |
| Other values (56) | 56 |
Most occurring characters
| Value | Count | Frequency (%) |
| / | 465 | 8.7% |
| t | 447 | 8.4% |
| w | 398 | 7.5% |
| e | 386 | 7.3% |
| p | 303 | 5.7% |
| o | 297 | 5.6% |
| s | 282 | 5.3% |
| . | 272 | 5.1% |
| a | 247 | 4.6% |
| i | 233 | 4.4% |
| Other values (52) | 1991 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5321 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| / | 465 | 8.7% |
| t | 447 | 8.4% |
| w | 398 | 7.5% |
| e | 386 | 7.3% |
| p | 303 | 5.7% |
| o | 297 | 5.6% |
| s | 282 | 5.3% |
| . | 272 | 5.1% |
| a | 247 | 4.6% |
| i | 233 | 4.4% |
| Other values (52) | 1991 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5321 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| / | 465 | 8.7% |
| t | 447 | 8.4% |
| w | 398 | 7.5% |
| e | 386 | 7.3% |
| p | 303 | 5.7% |
| o | 297 | 5.6% |
| s | 282 | 5.3% |
| . | 272 | 5.1% |
| a | 247 | 4.6% |
| i | 233 | 4.4% |
| Other values (52) | 1991 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5321 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| / | 465 | 8.7% |
| t | 447 | 8.4% |
| w | 398 | 7.5% |
| e | 386 | 7.3% |
| p | 303 | 5.7% |
| o | 297 | 5.6% |
| s | 282 | 5.3% |
| . | 272 | 5.1% |
| a | 247 | 4.6% |
| i | 233 | 4.4% |
| Other values (52) | 1991 |
| Distinct | 67 |
|---|---|
| Distinct (%) | 67.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 928.0 B |
Length
| Max length | 22 |
|---|---|
| Median length | 22 |
| Mean length | 22 |
| Min length | 22 |
Unique
| Unique | 62 ? |
|---|---|
| Unique (%) | 62.0% |
Sample
| 1st row | https://ibb.co/JxbrsQ1 |
|---|---|
| 2nd row | https://ibb.co/s1VmBC7 |
| 3rd row | https://ibb.co/pWKHfvh |
| 4th row | https://ibb.co/whfG4z9 |
| 5th row | https://ibb.co/rmv6qP7 |
| Value | Count | Frequency (%) |
| https://ibb.co/jxbrsq1 | 21 | 21.0% |
| https://ibb.co/gtyz7dq | 7 | 7.0% |
| https://ibb.co/w69nf7j | 4 | 4.0% |
| https://ibb.co/bk79xby | 4 | 4.0% |
| https://ibb.co/5rhx5jd | 2 | 2.0% |
| https://ibb.co/dwmpfbm | 1 | 1.0% |
| https://ibb.co/rdmbbrg | 1 | 1.0% |
| https://ibb.co/mvlcwgs | 1 | 1.0% |
| https://ibb.co/n7n5kkx | 1 | 1.0% |
| https://ibb.co/mbsmsgs | 1 | 1.0% |
| Other values (57) | 57 |
Most occurring characters
| Value | Count | Frequency (%) |
| / | 300 | |
| b | 236 | 10.7% |
| t | 208 | 9.5% |
| s | 132 | 6.0% |
| h | 111 | 5.0% |
| p | 108 | 4.9% |
| c | 103 | 4.7% |
| . | 100 | 4.5% |
| o | 100 | 4.5% |
| i | 100 | 4.5% |
| Other values (46) | 702 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2200 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| / | 300 | |
| b | 236 | 10.7% |
| t | 208 | 9.5% |
| s | 132 | 6.0% |
| h | 111 | 5.0% |
| p | 108 | 4.9% |
| c | 103 | 4.7% |
| . | 100 | 4.5% |
| o | 100 | 4.5% |
| i | 100 | 4.5% |
| Other values (46) | 702 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2200 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| / | 300 | |
| b | 236 | 10.7% |
| t | 208 | 9.5% |
| s | 132 | 6.0% |
| h | 111 | 5.0% |
| p | 108 | 4.9% |
| c | 103 | 4.7% |
| . | 100 | 4.5% |
| o | 100 | 4.5% |
| i | 100 | 4.5% |
| Other values (46) | 702 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2200 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| / | 300 | |
| b | 236 | 10.7% |
| t | 208 | 9.5% |
| s | 132 | 6.0% |
| h | 111 | 5.0% |
| p | 108 | 4.9% |
| c | 103 | 4.7% |
| . | 100 | 4.5% |
| o | 100 | 4.5% |
| i | 100 | 4.5% |
| Other values (46) | 702 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| Country | App Name | Market Share | App Website Link | App Review Link | App Screenshot Link | Alternate1 Name | Alternate1 Website | Alternate1 Review | Alternate1 Screenshot | Alternate2 Name | Alternate2 Website | Alternate2 Review | Alternate2 Screenshot | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | United States | Apple Pay | 43% | apple.com/apple-pay | https://www.pcmag.com/reviews/apple-pay | https://ibb.co/gTyz7dQ | Google Pay | pay.google.com | https://www.pcmag.com/reviews/google-pay | https://ibb.co/bK79xby | PayPal | paypal.com | https://www.cnet.com/reviews/paypal-review/ | https://ibb.co/JxbrsQ1 |
| 1 | China | Alipay | 55% | alipay.com | https://www.rapyd.net/blog/what-is-alipay/ | https://ibb.co/ysHqJN4 | WeChat Pay | weixin.qq.com | https://www.weareplanet.com/blog/wechat-pay | https://ibb.co/Qk6Z7mw | UnionPay | unionpayintl.com | https://www.trustpilot.com/review/unionpayintl.com | https://ibb.co/s1VmBC7 |
| 2 | Germany | PayPal | 32% | paypal.com | https://www.cnet.com/reviews/paypal-review/ | https://ibb.co/JxbrsQ1 | Klarna | klarna.com | https://www.trustpilot.com/review/klarna.com | https://ibb.co/0F1XnJ8 | Sofort | sofort.com | https://www.trustpilot.com/review/sofort.com | https://ibb.co/pWKHfvh |
| 3 | Japan | PayPay | 31% | paypay.ne.jp | https://www.g2.com/products/paypay/reviews | https://ibb.co/v1Xgpvs | LINE Pay | pay.line.me | https://www.trustpilot.com/review/linepay.fun | https://ibb.co/hW2py4P | Rakuten Pay | rakuten.com | https://www.trustpilot.com/review/www.rakuten.com | https://ibb.co/whfG4z9 |
| 4 | India | PhonePe | 47% | phonepe.com | https://www.trustpilot.com/review/phonepe.com | https://ibb.co/YfdMZjP | Google Pay | pay.google.com | https://www.pcmag.com/reviews/google-pay | https://ibb.co/bK79xby | Paytm | paytm.com | https://www.trustradius.com/products/paytm/reviews | https://ibb.co/rmv6qP7 |
| 5 | United Kingdom | PayPal | 29% | paypal.com | https://www.cnet.com/reviews/paypal-review/ | https://ibb.co/JxbrsQ1 | Apple Pay | apple.com/apple-pay | https://www.pcmag.com/reviews/apple-pay | https://ibb.co/gTyz7dQ | Revolut | revolut.com | https://www.trustpilot.com/review/www.revolut.com | https://ibb.co/w69Nf7j |
| 6 | France | Paylib | 24% | paylib.fr | https://www.capterra.in/software/209162/paylib | https://ibb.co/y5vd2g2 | Lydia | lydia-app.com | https://www.trustpilot.com/review/sumeria.eu?page=8 | https://ibb.co/ZmKrjsd | Google Pay | pay.google.com | https://www.pcmag.com/reviews/google-pay | https://ibb.co/bK79xby |
| 7 | Italy | Satispay | 20% | satispay.com | https://www.capterra.com/p/180716/Satispay/ | https://ibb.co/5TRdXzx | Nexi | nexi.it | https://www.trustpilot.com/review/www.nexi.it | https://ibb.co/hfv5mB7 | PayPal | paypal.com | https://www.cnet.com/reviews/paypal-review/ | https://ibb.co/JxbrsQ1 |
| 8 | Canada | Interac | 35% | interac.ca | https://ca.trustpilot.com/review/interac.ca | https://ibb.co/WHXg50m | Apple Pay | apple.com/apple-pay | https://www.pcmag.com/reviews/apple-pay | https://ibb.co/gTyz7dQ | Google Pay | pay.google.com | https://www.pcmag.com/reviews/google-pay | https://ibb.co/bK79xby |
| 9 | Brazil | PIX | 60% | mercadopago.com.br | https://www.trustpilot.com/review/www.mercadopago.com.br | https://ibb.co/TKGxSkP | Mercado Pago | mercadopago.com | https://www.capterra.com/p/250909/Mercado-Pago/reviews/ | https://ibb.co/ngttbxg | PayPal | paypal.com | https://www.cnet.com/reviews/paypal-review/ | https://ibb.co/JxbrsQ1 |
| Country | App Name | Market Share | App Website Link | App Review Link | App Screenshot Link | Alternate1 Name | Alternate1 Website | Alternate1 Review | Alternate1 Screenshot | Alternate2 Name | Alternate2 Website | Alternate2 Review | Alternate2 Screenshot | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 90 | Uganda | MTN Mobile Money | 25% | momo.mtn.com | https://pctechmag.com/2020/05/mtn-momo-app-review/ | https://ibb.co/XC141GY | Airtel Uganda | airtel.co.ug | https://tech-ish.com/2021/02/01/new-m-pesa-app-really-good/ | https://ibb.co/vZxkyDR | PayPal | paypal.com | https://www.cnet.com/reviews/paypal-review/ | https://ibb.co/JxbrsQ1 |
| 91 | Macau | Macau Pass | 15% | macaupass.com | https://play.google.com/store/apps/details/MPay?id=com.macaupass.rechargeEasy&hl=en-US | https://ibb.co/syhwnmx | Alipay | alipay.com | https://www.rapyd.net/blog/what-is-alipay/ | https://ibb.co/ysHqJN4 | WeChat Pay | pay.wechat.com | https://www.tripadvisor.in/ShowTopic-g294211-i642-k14971097-WeChat_Pay_enables_digital_payment_of_8_foreign_e_wallets-China.html | https://ibb.co/G5fM7vQ |
| 92 | Cameroon | Orange Money | 15% | orange.com | https://africanreview.com/finance/banking-a-finance/orange-money-fintech-is-proving-a-game-changer-in-africa | https://ibb.co/0MptPcg | MTN Mobile Money | momo.mtn.com | https://pctechmag.com/2020/05/mtn-momo-app-review/ | https://ibb.co/3WqkHHt | PayPal | paypal.com | https://www.cnet.com/reviews/paypal-review/ | https://ibb.co/JxbrsQ1 |
| 93 | Jordan | Zain Cash | 10% | zaincash.iq | https://www.appbrain.com/app/zaincash-%D8%B2%D9%8A%D9%86-%D9%83%D8%A7%D8%B4/mobi.foo.zaincash | https://ibb.co/vkKXkkD | Reflect | pal.reflectapp.com | https://play.google.com/store/apps/details?id=com.arabbank.neobank&hl=en-US | https://ibb.co/v4gDFyY | AnyPay | anypay.co.th | https://www.scam-detector.com/validator/anypay-io-review/ | https://ibb.co/rvjmcdJ |
| 94 | Tunisia | E-dinar | 20% | https://play.google.com/store/apps/details?id=com.kaoun.flouci&hl=en | Read 4 Flouci Reviews (2025) | flouci.com reviews | https://ibb.co/q1hPhBg | PayPal | paypal.com | https://www.cnet.com/reviews/paypal-review/ | https://ibb.co/JxbrsQ1 | Twint | twint.ch | https://www.trustpilot.com/review/www.twint.ch | https://ibb.co/py5DyNY |
| 95 | Cambodia | Pi Pay | 15% | pipay.com | https://appshunter.io/ios/app/1234143591 | https://ibb.co/vzLpkwg | ABA Mobile | ababank.com | https://play.google.com/store/apps/details?id=com.paygo24.ibank&hl=en_IN | https://ibb.co/3W34yQW | Wing Bank | wingbank.com.kh | https://appshunter.io/ios/app/1113286385 | https://ibb.co/GQbMYht |
| 96 | Bolivia | Tigo Money | 15% | tigomoney.com | https://tigo-money-bolivia.en.softonic.com/android | https://ibb.co/XY5CKXH | PagoEfectivo | pagoefectivo.pe | https://www.linkedin.com/pulse/pagoefectivo-transforming-cash-payments-peruvian-tony-cueva-bravo-ae8ke | https://ibb.co/jJZj29h | PayPal | paypal.com | https://www.cnet.com/reviews/paypal-review/ | https://ibb.co/JxbrsQ1 |
| 97 | Bahrain | Benefit Pay | 20% | benefit.bh | https://download.cnet.com/benefitpay/3000-2057_4-78509523.html | https://ibb.co/wBrjY3c | PayPal | paypal.com | https://www.cnet.com/reviews/paypal-review/ | https://ibb.co/JxbrsQ1 | Tap | tap.company | https://www.trustpilot.com/review/tap.company | https://ibb.co/fqT1scD |
| 98 | Latvia | Mobilly | 15% | swedbank.com | https://appshunter.io/ios/app/344161302 | https://ibb.co/n8tBqxR | PayPal | paypal.com | https://www.cnet.com/reviews/paypal-review/ | https://ibb.co/JxbrsQ1 | Google wallet | wallet.google/intl/ | https://play.google.com/store/apps/details?id=com.google.android.apps.walletnfcrel&hl=en_IN | https://ibb.co/5rHX5jD |
| 99 | Paraguay | Tigo Money | 15% | Tigo Money | https://tigo-money-bolivia.en.softonic.com/android | https://ibb.co/z2YF9B1 | Personal Pay | personalpay.com | https://play.google.com/store/apps/details?id=ar.com.personalpay&hl=en_IN | https://ibb.co/0KZD4tk | Visa | visa.com | https://www.trustpilot.com/review/visa.com | https://ibb.co/RSSHY9w |